Dataset statistics
| Number of variables | 9 |
|---|---|
| Number of observations | 1030 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 25 |
| Duplicate rows (%) | 2.4% |
| Total size in memory | 72.5 KiB |
| Average record size in memory | 72.1 B |
Variable types
| NUM | 9 |
|---|
Reproduction
| Analysis started | 2020-08-29 03:16:07.054176 |
|---|---|
| Analysis finished | 2020-08-29 03:16:27.205297 |
| Duration | 20.15 seconds |
| Software version | pandas-profiling v2.9.0rc1 |
| Download configuration | config.yaml |
| Dataset has 25 (2.4%) duplicate rows | Duplicates |
slag has 471 (45.7%) zeros | Zeros |
ash has 566 (55.0%) zeros | Zeros |
superplastic has 379 (36.8%) zeros | Zeros |
cement
Real number (ℝ≥0)
| Distinct count | 278 |
|---|---|
| Unique (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 281.168 |
|---|---|
| Minimum | 102 |
| Maximum | 540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 102 |
|---|---|
| 5-th percentile | 143.745 |
| Q1 | 192.375 |
| median | 272.9 |
| Q3 | 350 |
| 95-th percentile | 480 |
| Maximum | 540 |
| Range | 438 |
| Interquartile range (IQR) | 157.625 |
Descriptive statistics
| Standard deviation | 104.506 |
|---|---|
| Coefficient of variation (CV) | 0.371687 |
| Kurtosis | -0.520652 |
| Mean | 281.168 |
| Median Absolute Deviation (MAD) | 79.4 |
| Skewness | 0.509481 |
| Sum | 289603 |
| Variance | 10921.6 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 425 | 20 | 1.9% | |
| 362.6 | 20 | 1.9% | |
| 251.4 | 15 | 1.5% | |
| 446 | 14 | 1.4% | |
| 310 | 14 | 1.4% | |
| 475 | 13 | 1.3% | |
| 331 | 13 | 1.3% | |
| 250 | 13 | 1.3% | |
| 387 | 12 | 1.2% | |
| 349 | 12 | 1.2% | |
| Other values (268) | 884 | 85.8% |
| Value | Count | Frequency (%) | |
| 102 | 4 | 0.4% | |
| 108.3 | 4 | 0.4% | |
| 116 | 4 | 0.4% | |
| 122.6 | 4 | 0.4% | |
| 132 | 2 | 0.2% |
| Value | Count | Frequency (%) | |
| 540 | 9 | 0.9% | |
| 531.3 | 5 | 0.5% | |
| 528 | 1 | 0.1% | |
| 525 | 7 | 0.7% | |
| 522 | 2 | 0.2% |
| Distinct count | 185 |
|---|---|
| Unique (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.8958 |
|---|---|
| Minimum | 0 |
| Maximum | 359.4 |
| Zeros | 471 |
| Zeros (%) | 45.7% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 22 |
| Q3 | 142.95 |
| 95-th percentile | 236 |
| Maximum | 359.4 |
| Range | 359.4 |
| Interquartile range (IQR) | 142.95 |
Descriptive statistics
| Standard deviation | 86.2793 |
|---|---|
| Coefficient of variation (CV) | 1.16758 |
| Kurtosis | -0.508175 |
| Mean | 73.8958 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.800717 |
| Sum | 76112.7 |
| Variance | 7444.12 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 471 | 45.7% | |
| 189 | 30 | 2.9% | |
| 106.3 | 20 | 1.9% | |
| 24 | 14 | 1.4% | |
| 20 | 12 | 1.2% | |
| 145 | 11 | 1.1% | |
| 19 | 10 | 1.0% | |
| 98.1 | 10 | 1.0% | |
| 22 | 8 | 0.8% | |
| 26 | 8 | 0.8% | |
| Other values (175) | 436 | 42.3% |
| Value | Count | Frequency (%) | |
| 0 | 471 | 45.7% | |
| 11 | 4 | 0.4% | |
| 13.6 | 5 | 0.5% | |
| 15 | 5 | 0.5% | |
| 17.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 359.4 | 2 | 0.2% | |
| 342.1 | 2 | 0.2% | |
| 316.1 | 2 | 0.2% | |
| 305.3 | 4 | 0.4% | |
| 290.2 | 2 | 0.2% |
| Distinct count | 156 |
|---|---|
| Unique (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.1883 |
|---|---|
| Minimum | 0 |
| Maximum | 200.1 |
| Zeros | 566 |
| Zeros (%) | 55.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 118.3 |
| 95-th percentile | 167 |
| Maximum | 200.1 |
| Range | 200.1 |
| Interquartile range (IQR) | 118.3 |
Descriptive statistics
| Standard deviation | 63.997 |
|---|---|
| Coefficient of variation (CV) | 1.18101 |
| Kurtosis | -1.32875 |
| Mean | 54.1883 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.537354 |
| Sum | 55814 |
| Variance | 4095.62 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 566 | 55.0% | |
| 118.3 | 20 | 1.9% | |
| 141 | 16 | 1.6% | |
| 24.5 | 15 | 1.5% | |
| 79 | 14 | 1.4% | |
| 94 | 13 | 1.3% | |
| 100.4 | 11 | 1.1% | |
| 100.5 | 10 | 1.0% | |
| 98.8 | 10 | 1.0% | |
| 174.2 | 10 | 1.0% | |
| Other values (146) | 345 | 33.5% |
| Value | Count | Frequency (%) | |
| 0 | 566 | 55.0% | |
| 24.5 | 15 | 1.5% | |
| 59 | 1 | 0.1% | |
| 60 | 1 | 0.1% | |
| 71 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 200.1 | 1 | 0.1% | |
| 200 | 1 | 0.1% | |
| 195 | 3 | 0.3% | |
| 194.9 | 1 | 0.1% | |
| 194 | 1 | 0.1% |
water
Real number (ℝ≥0)
| Distinct count | 195 |
|---|---|
| Unique (%) | 18.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.567 |
|---|---|
| Minimum | 121.8 |
| Maximum | 247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 121.8 |
|---|---|
| 5-th percentile | 146.1 |
| Q1 | 164.9 |
| median | 185 |
| Q3 | 192 |
| 95-th percentile | 228 |
| Maximum | 247 |
| Range | 125.2 |
| Interquartile range (IQR) | 27.1 |
Descriptive statistics
| Standard deviation | 21.3542 |
|---|---|
| Coefficient of variation (CV) | 0.11761 |
| Kurtosis | 0.122082 |
| Mean | 181.567 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.0746284 |
| Sum | 187014 |
| Variance | 456.003 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 192 | 118 | 11.5% | |
| 228 | 54 | 5.2% | |
| 185.7 | 46 | 4.5% | |
| 203.5 | 36 | 3.5% | |
| 186 | 28 | 2.7% | |
| 162 | 20 | 1.9% | |
| 164.9 | 20 | 1.9% | |
| 153.5 | 15 | 1.5% | |
| 185 | 15 | 1.5% | |
| 178 | 14 | 1.4% | |
| Other values (185) | 664 | 64.5% |
| Value | Count | Frequency (%) | |
| 121.8 | 5 | 0.5% | |
| 126.6 | 5 | 0.5% | |
| 127 | 1 | 0.1% | |
| 127.3 | 1 | 0.1% | |
| 137.8 | 5 | 0.5% |
| Value | Count | Frequency (%) | |
| 247 | 1 | 0.1% | |
| 246.9 | 1 | 0.1% | |
| 237 | 1 | 0.1% | |
| 236.7 | 1 | 0.1% | |
| 228 | 54 | 5.2% |
| Distinct count | 111 |
|---|---|
| Unique (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.20466 |
|---|---|
| Minimum | 0 |
| Maximum | 32.2 |
| Zeros | 379 |
| Zeros (%) | 36.8% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.4 |
| Q3 | 10.2 |
| 95-th percentile | 16.055 |
| Maximum | 32.2 |
| Range | 32.2 |
| Interquartile range (IQR) | 10.2 |
Descriptive statistics
| Standard deviation | 5.97384 |
|---|---|
| Coefficient of variation (CV) | 0.962799 |
| Kurtosis | 1.41127 |
| Mean | 6.20466 |
| Median Absolute Deviation (MAD) | 5.3 |
| Skewness | 0.907203 |
| Sum | 6390.8 |
| Variance | 35.6868 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0 | 379 | 36.8% | |
| 11.6 | 37 | 3.6% | |
| 8 | 27 | 2.6% | |
| 7 | 19 | 1.8% | |
| 6 | 17 | 1.7% | |
| 9 | 16 | 1.6% | |
| 8.9 | 16 | 1.6% | |
| 7.8 | 16 | 1.6% | |
| 9.9 | 16 | 1.6% | |
| 10 | 15 | 1.5% | |
| Other values (101) | 472 | 45.8% |
| Value | Count | Frequency (%) | |
| 0 | 379 | 36.8% | |
| 1.7 | 4 | 0.4% | |
| 1.9 | 1 | 0.1% | |
| 2 | 1 | 0.1% | |
| 2.2 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 32.2 | 5 | 0.5% | |
| 28.2 | 5 | 0.5% | |
| 23.4 | 5 | 0.5% | |
| 22.1 | 1 | 0.1% | |
| 22 | 6 | 0.6% |
coarseagg
Real number (ℝ≥0)
| Distinct count | 284 |
|---|---|
| Unique (%) | 27.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 972.919 |
|---|---|
| Minimum | 801 |
| Maximum | 1145 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 801 |
|---|---|
| 5-th percentile | 842 |
| Q1 | 932 |
| median | 968 |
| Q3 | 1029.4 |
| 95-th percentile | 1104 |
| Maximum | 1145 |
| Range | 344 |
| Interquartile range (IQR) | 97.4 |
Descriptive statistics
| Standard deviation | 77.754 |
|---|---|
| Coefficient of variation (CV) | 0.0799182 |
| Kurtosis | -0.599016 |
| Mean | 972.919 |
| Median Absolute Deviation (MAD) | 46.3 |
| Skewness | -0.0402197 |
| Sum | 1.00211e+06 |
| Variance | 6045.68 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 932 | 57 | 5.5% | |
| 852.1 | 45 | 4.4% | |
| 944.7 | 30 | 2.9% | |
| 968 | 29 | 2.8% | |
| 1125 | 24 | 2.3% | |
| 967 | 19 | 1.8% | |
| 1047 | 19 | 1.8% | |
| 974 | 12 | 1.2% | |
| 942 | 12 | 1.2% | |
| 822 | 12 | 1.2% | |
| Other values (274) | 771 | 74.9% |
| Value | Count | Frequency (%) | |
| 801 | 4 | 0.4% | |
| 801.1 | 1 | 0.1% | |
| 801.4 | 1 | 0.1% | |
| 811 | 2 | 0.2% | |
| 814 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1145 | 1 | 0.1% | |
| 1134.3 | 5 | 0.5% | |
| 1130 | 1 | 0.1% | |
| 1125 | 24 | 2.3% | |
| 1124.4 | 2 | 0.2% |
fineagg
Real number (ℝ≥0)
| Distinct count | 302 |
|---|---|
| Unique (%) | 29.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 773.58 |
|---|---|
| Minimum | 594 |
| Maximum | 992.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 594 |
|---|---|
| 5-th percentile | 613 |
| Q1 | 730.95 |
| median | 779.5 |
| Q3 | 824 |
| 95-th percentile | 898.09 |
| Maximum | 992.6 |
| Range | 398.6 |
| Interquartile range (IQR) | 93.05 |
Descriptive statistics
| Standard deviation | 80.176 |
|---|---|
| Coefficient of variation (CV) | 0.103643 |
| Kurtosis | -0.102177 |
| Mean | 773.58 |
| Median Absolute Deviation (MAD) | 45.5 |
| Skewness | -0.25301 |
| Sum | 796788 |
| Variance | 6428.19 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 594 | 30 | 2.9% | |
| 755.8 | 30 | 2.9% | |
| 670 | 23 | 2.2% | |
| 613 | 22 | 2.1% | |
| 801 | 16 | 1.6% | |
| 887.1 | 15 | 1.5% | |
| 746.6 | 15 | 1.5% | |
| 845 | 14 | 1.4% | |
| 712 | 14 | 1.4% | |
| 750 | 12 | 1.2% | |
| Other values (292) | 839 | 81.5% |
| Value | Count | Frequency (%) | |
| 594 | 30 | 2.9% | |
| 605 | 5 | 0.5% | |
| 611.8 | 5 | 0.5% | |
| 612 | 1 | 0.1% | |
| 613 | 22 | 2.1% |
| Value | Count | Frequency (%) | |
| 992.6 | 5 | 0.5% | |
| 945 | 4 | 0.4% | |
| 943.1 | 4 | 0.4% | |
| 942 | 4 | 0.4% | |
| 925.7 | 5 | 0.5% |
age
Real number (ℝ≥0)
| Distinct count | 14 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.6621 |
|---|---|
| Minimum | 1 |
| Maximum | 365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 7 |
| median | 28 |
| Q3 | 56 |
| 95-th percentile | 180 |
| Maximum | 365 |
| Range | 364 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 63.1699 |
|---|---|
| Coefficient of variation (CV) | 1.38342 |
| Kurtosis | 12.169 |
| Mean | 45.6621 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 3.26918 |
| Sum | 47032 |
| Variance | 3990.44 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) | |
| 28 | 425 | 41.3% | |
| 3 | 134 | 13.0% | |
| 7 | 126 | 12.2% | |
| 56 | 91 | 8.8% | |
| 14 | 62 | 6.0% | |
| 90 | 54 | 5.2% | |
| 100 | 52 | 5.0% | |
| 180 | 26 | 2.5% | |
| 91 | 22 | 2.1% | |
| 365 | 14 | 1.4% | |
| Other values (4) | 24 | 2.3% |
| Value | Count | Frequency (%) | |
| 1 | 2 | 0.2% | |
| 3 | 134 | 13.0% | |
| 7 | 126 | 12.2% | |
| 14 | 62 | 6.0% | |
| 28 | 425 | 41.3% |
| Value | Count | Frequency (%) | |
| 365 | 14 | 1.4% | |
| 360 | 6 | 0.6% | |
| 270 | 13 | 1.3% | |
| 180 | 26 | 2.5% | |
| 120 | 3 | 0.3% |
strength
Real number (ℝ≥0)
| Distinct count | 845 |
|---|---|
| Unique (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.818 |
|---|---|
| Minimum | 2.33 |
| Maximum | 82.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 8.0 KiB |
Quantile statistics
| Minimum | 2.33 |
|---|---|
| 5-th percentile | 10.961 |
| Q1 | 23.71 |
| median | 34.445 |
| Q3 | 46.135 |
| 95-th percentile | 66.802 |
| Maximum | 82.6 |
| Range | 80.27 |
| Interquartile range (IQR) | 22.425 |
Descriptive statistics
| Standard deviation | 16.7057 |
|---|---|
| Coefficient of variation (CV) | 0.466407 |
| Kurtosis | -0.313725 |
| Mean | 35.818 |
| Median Absolute Deviation (MAD) | 10.93 |
| Skewness | 0.416977 |
| Sum | 36892.5 |
| Variance | 279.082 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 33.4 | 6 | 0.6% | |
| 79.3 | 4 | 0.4% | |
| 41.05 | 4 | 0.4% | |
| 71.3 | 4 | 0.4% | |
| 35.3 | 4 | 0.4% | |
| 23.52 | 4 | 0.4% | |
| 31.35 | 4 | 0.4% | |
| 77.3 | 4 | 0.4% | |
| 37.27 | 3 | 0.3% | |
| 55.9 | 3 | 0.3% | |
| Other values (835) | 990 | 96.1% |
| Value | Count | Frequency (%) | |
| 2.33 | 1 | 0.1% | |
| 3.32 | 1 | 0.1% | |
| 4.57 | 1 | 0.1% | |
| 4.78 | 1 | 0.1% | |
| 4.83 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 82.6 | 1 | 0.1% | |
| 81.75 | 1 | 0.1% | |
| 80.2 | 1 | 0.1% | |
| 79.99 | 1 | 0.1% | |
| 79.4 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| cement | slag | ash | water | superplastic | coarseagg | fineagg | age | strength | |
|---|---|---|---|---|---|---|---|---|---|
| 0 | 141.3 | 212.0 | 0.0 | 203.5 | 0.0 | 971.8 | 748.5 | 28 | 29.89 |
| 1 | 168.9 | 42.2 | 124.3 | 158.3 | 10.8 | 1080.8 | 796.2 | 14 | 23.51 |
| 2 | 250.0 | 0.0 | 95.7 | 187.4 | 5.5 | 956.9 | 861.2 | 28 | 29.22 |
| 3 | 266.0 | 114.0 | 0.0 | 228.0 | 0.0 | 932.0 | 670.0 | 28 | 45.85 |
| 4 | 154.8 | 183.4 | 0.0 | 193.3 | 9.1 | 1047.4 | 696.7 | 28 | 18.29 |
| 5 | 255.0 | 0.0 | 0.0 | 192.0 | 0.0 | 889.8 | 945.0 | 90 | 21.86 |
| 6 | 166.8 | 250.2 | 0.0 | 203.5 | 0.0 | 975.6 | 692.6 | 7 | 15.75 |
| 7 | 251.4 | 0.0 | 118.3 | 188.5 | 6.4 | 1028.4 | 757.7 | 56 | 36.64 |
| 8 | 296.0 | 0.0 | 0.0 | 192.0 | 0.0 | 1085.0 | 765.0 | 28 | 21.65 |
| 9 | 155.0 | 184.0 | 143.0 | 194.0 | 9.0 | 880.0 | 699.0 | 28 | 28.99 |
Last rows
| cement | slag | ash | water | superplastic | coarseagg | fineagg | age | strength | |
|---|---|---|---|---|---|---|---|---|---|
| 1020 | 183.9 | 122.6 | 0.0 | 203.5 | 0.0 | 959.2 | 800.0 | 7 | 10.79 |
| 1021 | 203.5 | 305.3 | 0.0 | 203.5 | 0.0 | 963.4 | 630.0 | 3 | 9.56 |
| 1022 | 144.8 | 0.0 | 133.6 | 180.8 | 11.1 | 979.5 | 811.5 | 28 | 13.20 |
| 1023 | 141.3 | 212.0 | 0.0 | 203.5 | 0.0 | 971.8 | 748.5 | 7 | 10.39 |
| 1024 | 297.2 | 0.0 | 117.5 | 174.8 | 9.5 | 1022.8 | 753.5 | 3 | 21.91 |
| 1025 | 135.0 | 0.0 | 166.0 | 180.0 | 10.0 | 961.0 | 805.0 | 28 | 13.29 |
| 1026 | 531.3 | 0.0 | 0.0 | 141.8 | 28.2 | 852.1 | 893.7 | 3 | 41.30 |
| 1027 | 276.4 | 116.0 | 90.3 | 179.6 | 8.9 | 870.1 | 768.3 | 28 | 44.28 |
| 1028 | 342.0 | 38.0 | 0.0 | 228.0 | 0.0 | 932.0 | 670.0 | 270 | 55.06 |
| 1029 | 540.0 | 0.0 | 0.0 | 173.0 | 0.0 | 1125.0 | 613.0 | 7 | 52.61 |
Most frequent
| cement | slag | ash | water | superplastic | coarseagg | fineagg | age | strength | count | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 362.6 | 189.0 | 0.0 | 164.9 | 11.6 | 944.7 | 755.8 | 3 | 35.30 | 4 |
| 3 | 362.6 | 189.0 | 0.0 | 164.9 | 11.6 | 944.7 | 755.8 | 28 | 71.30 | 4 |
| 4 | 362.6 | 189.0 | 0.0 | 164.9 | 11.6 | 944.7 | 755.8 | 56 | 77.30 | 4 |
| 5 | 362.6 | 189.0 | 0.0 | 164.9 | 11.6 | 944.7 | 755.8 | 91 | 79.30 | 4 |
| 2 | 362.6 | 189.0 | 0.0 | 164.9 | 11.6 | 944.7 | 755.8 | 7 | 55.90 | 3 |
| 6 | 425.0 | 106.3 | 0.0 | 153.5 | 16.5 | 852.1 | 887.1 | 3 | 33.40 | 3 |
| 7 | 425.0 | 106.3 | 0.0 | 153.5 | 16.5 | 852.1 | 887.1 | 7 | 49.20 | 3 |
| 8 | 425.0 | 106.3 | 0.0 | 153.5 | 16.5 | 852.1 | 887.1 | 28 | 60.29 | 3 |
| 9 | 425.0 | 106.3 | 0.0 | 153.5 | 16.5 | 852.1 | 887.1 | 56 | 64.30 | 3 |
| 10 | 425.0 | 106.3 | 0.0 | 153.5 | 16.5 | 852.1 | 887.1 | 91 | 65.20 | 3 |